Physical AI companies, products & suppliers

Foundation and platform layers for robots (models, stacks) rather than a finished robot SKU. Jobs: robot foundation models; sim-to-real platforms; skill libraries for robots.

What is Physical AI?

Foundation and platform layers for robots (models, stacks) rather than a finished robot SKU. Jobs: robot foundation models; sim-to-real platforms; skill libraries for robots.

What problems does it solve?

Every robot vendor still trains perception from scratch.

Typical business use cases

  • Robot foundation models
  • Sim-to-real platforms
  • Skill libraries for robots

Important capabilities

  • Modalities
  • Robot types supported
  • Safety hooks

What buyers should evaluate

  • Which robots
  • Safety
  • Where teleop/video goes

Risks and governance considerations

A general robot model used in an unsafe cell with no integrator.

Procurement checklist

  • Robot types
  • Safety
  • Integrator

Relevant AI Trustmark assurance

AI Trustmark independent findings appear only when an assessment or certificate exists. Category membership does not imply verification.

Methodology · How verification works

Companies and providers

Claimed suppliers appear first so buyers can start with listings the company has taken ownership of. Payment does not buy this order.

  • Apptronik

    Apptronik develops the Apollo general-purpose humanoid robot for commercial and industrial applications. Apptronik publishes Apollo humanoid as named AI products. Apptronik is used

  • Bear Robotics

    Bear Robotics publishes Servi Plus and Servi as named AI products. Bear Robotics is used for Service robotics and Physical AI work. Bear Robotics is recorded in Redwood City, Unite

  • Figure

    Figure is an AI robotics company building general-purpose humanoid robots for real-world work. Figure publishes Figure humanoid robots as named AI products. Figure is used for Phys

  • NVIDIA

    NVIDIA sells GPUs, CUDA software and AI enterprise stacks used for training and inference. Public pages cover data-centre, cloud and on-prem AI compute. NVIDIA publishes NVIDIA cuO

  • Sanctuary AI

    Sanctuary AI builds humanoid robots and AI control systems aimed at general-purpose work. Sanctuary AI publishes Sanctuary AI humanoids as named AI products. Sanctuary AI is used f

  • Skild AI

    Skild AI develops foundation models for robotics and physical intelligence (public marketing around general robot brains). Skild AI is used for Physical AI work. Skild AI is record

Products

Claimed products appear first. Ranking packs and payment do not change this list.

Also used in this category

These products have a different primary category so they do not compete for the same ranking queries. They are listed here because buyers still encounter them in this job.

Related categories

Relevant procurement and assurance guides

Frequently asked questions

What is Physical AI?

Foundation and platform layers for robots (models, stacks) rather than a finished robot SKU. Jobs: robot foundation models; sim-to-real platforms; skill libraries for robots.

What should not be listed as Physical AI?

Products whose buyer job is industrial robotics, autonomous control systems, or vision models alone. Those belong on their own category page so search queries are not split.

Has AI Trustmark independently assessed every Physical AI supplier?

No. A category listing is descriptive. Independent assessment is shown only on company or product pages that carry Trustmark evidence.

What model or provider changes should a buyer insist on being told about?

Material change usually includes a new model family, new region, new subprocessor, new write-capable tool, or a change that affects logging, privacy or human oversight. Those changes should trigger evidence refresh rather than a silent release.

How should buyers verify where AI customer data is processed?

Ask for the named processing locations, cloud regions and any subprocessors that see prompts, files or outputs. A directory listing is not evidence of residency. Independent assessment records the locations that were in scope on the assessment date.

Does a TrustMark on one product cover the rest of the company?

No. Independent assessment is scoped to the named organisation and, where relevant, the named product. Category pages list suppliers as a topic label. They do not imply that every listed company has been assessed.

What incident-handling evidence is useful for AI suppliers?

Buyers should see how AI-specific failures are detected, contained and notified — including unsafe outputs, data leakage and unauthorised agent actions. An incident policy that never mentions models, prompts or tools is incomplete for this class of product.

What security testing evidence should buyers request for an AI product?

Ask what was tested, against which version, whether prompt-injection, data-exfiltration and tenant isolation were in scope, and where failed prompts were stored. A generic ISO certificate or a vendor scanner screenshot is not by itself an AI TrustMark assessment.